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Published 20 hours ago • verified publisher icon sublayerapp
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A model-agnostic Ruby Generative AI DSL and framework. Provides base classes for building Generators, Actions, Tasks, and Agents that can be used to build AI powered applications in Ruby.

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Multi-model providers break the universal function calling expectation inside providers

For model providers like Groq, Local, OpenRouter, etc, each different model you might want to use inside these different services could have different function calling/tool calling mechanism and quirks: Specifically...

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Create a new built in output_adapter for :enum

1 comment

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First pass at simplifying the output adapter interface/implementation

Working on a fix for #11 - Updating the interaction between providers and output adapters, moving the provider-specific tool calling formats into the providers and not something the output_adapters are...

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The current pattern for Sublayer::Task doesn't generate well with Blueprints

Blueprints is very effective at generating `Sublayer::Generator`s and `Sublayer::Action`s but the pattern I've been exploring with `Sublayer::Task`s doesn't seem to work very well. I tried to create a blueprint of...

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Sublayer::Tasks

Mechanism to use a different model from the same provider

3 comment

For example, being able to optionally choose between using gpt-3.5 for something, using gpt-4-turbo for others, or between using claude-haiku for some and claude-opus for others if you want, but...

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Create a new built in output_adapter for :image

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Create a new built in output_adapter for :integer

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Create a new built in output_adapter for :array_of_objects

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Create a new built in output_adapter for :object that can take some arbitrary nesting of attributes

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Create a new built in output_adapter that returns multiple named strings in an object

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verified publisher icon sublayerapp

Metadata

A model-agnostic Ruby Generative AI DSL and framework. Provides base classes for building Generators, Actions, Tasks, and Agents that can be used to build AI powered applications in Ruby.

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